Skip to main content
Glama

US Housing Data

census.data.housing
Read-onlyIdempotent

Retrieve housing statistics for any US geography: total units, median home value, median rent, and owner-occupied vs renter-occupied counts. Source: ACS 5-year estimates. Essential for real estate analysis and property valuations.

Instructions

Get housing statistics for any US geography — total units, median home value, median rent, owner-occupied vs renter-occupied counts. Source: ACS 5-year estimates (US Census Bureau). Essential for real estate agents, property valuations, and housing market analysis.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
state_fipsYesUS state FIPS code (e.g. 06 for California, 36 for New York, * for all states)
county_fipsNoCounty FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data.
yearNoSurvey year (default 2022). ACS 5-year estimates available 2010-2022.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultNoTool response payload. Shape varies per tool — consult the tool description and inputSchema. May be an object, array, string, or number depending on the upstream provider response.
errorNoPresent only when the call failed. Includes error code, message, request_id, and any provider-specific extras.
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true, which cover behavior. The description adds source (ACS 5-year estimates) and use cases, but no new behavioral details beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is three efficient sentences, front-loaded with the core purpose, and includes key details (metrics, source, use cases) without extraneous text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (3 parameters, output schema present), the description fully covers the tool's functionality, data source, and typical use cases, leaving no critical gaps for an agent to understand its purpose.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has 100% description coverage, clarifying state_fips, county_fips, and year. The description lists output metrics but does not elaborate on parameter semantics beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves housing statistics for US geographies, specifying metrics like total units, median home value, rent, and occupancy counts. It distinguishes from sibling tools (e.g., census.data.demographics) by focusing exclusively on housing data, but does not explicitly contrast them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for real estate analysis and property valuation, but does not specify when to avoid or mention alternative tools (e.g., census.data.demographics for broader demographics). Guidance is present but minimal.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/whiteknightonhorse/APIbase'

If you have feedback or need assistance with the MCP directory API, please join our Discord server